Apache Asterixdb For Beginners (Big Data Management System)
Date: 31 March 2023 | Posted by: oaxino
Apache Asterixdb For Beginners (Big Data Management System)
Published 3/2023
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz
Language: English | Size: 506.83 MB | Duration: 1h 23m
AsterixDB is a BDMS (Big Data Management System) with rich feature set that sets it apart from other Big Data platforms
Published 3/2023
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz
Language: English | Size: 506.83 MB | Duration: 1h 23m
AsterixDB is a BDMS (Big Data Management System) with rich feature set that sets it apart from other Big Data platforms
What you'll learn
Why Apache AsterixDB is necessary for Data Engineer
The goal of this course is to help you become familiar with Apache AsterixDB bits and bytes
Learn A to Z of Apache AsterixDB (Basic level).
Hands on Experience on Apache AsterixDB and Real-time Use Case
Requirements
Basic Knowledge of SQL and Database
Desktop or Laptop with Ubuntu Operating System and Minimum 8 GB RAM is recommended
Description
AsterixDB is a BDMS (Big Data Management System) with a rich feature set that sets it apart from other Big Data platforms. Its feature set makes it well-suited to modern needs such as web data warehousing and social data storage and analysis. We will learn Introduction to AsterixDBPerformance of Apache AsterixDBKey FeaturesExample of Product using AsterixDBInstallation of Apache AsterixDBAsterix Data Model (Dataverse, Datatype, Dataset)Creating Dataset and IndexLoading Data into AsterixDBArithmetic OperatorsLogical OperatorsNumeric FunctionsString FunctionsTokenizing FunctionsAggregate Functions (Array Functions)Comparison FunctionsThis course is designed for Beginners in Apache AsterixDB and looking out for a new job as Data Engineer, Big data Engineers or Developers, Software Developer.You'll walk away from this course with a real, deep understanding of Apache AsterixDB and its associated distributed systems, and you can apply it to real-world problems. Plus a valuable completion certificate is waiting for you at the end!AsterixDB has:Data modelA semistructured NoSQL style data model (ADM) resulting from extending JSON with object database ideasQuery languagesTwo expressive and declarative query languages (SQL++ and AQL) that support a broad range of queries and analysis over semistructured dataScalabilityA parallel runtime query execution engine, Apache Hyracks, that has been scale-tested on up to 1000+ cores and 500+ disksNative storagePartitioned LSM-based data storage and indexing to support efficient ingestion and management of semistructured dataExternal storageSupport for query access to externally stored data (e.g., data in HDFS) as well as to data stored natively by AsterixDBData typesA rich set of primitive data types, including spatial and temporal data in addition to integer, floating point, and textual dataIndexingSecondary indexing options that include B+ trees, R trees, and inverted keyword (exact and fuzzy) index typesTransactionsBasic transactional (concurrency and recovery) capabilities akin to those of a NoSQL store
Overview
Section 1: Introduction
Lecture 1 Introduction
Lecture 2 AsterixDB
Lecture 3 Performance of Apache AsterixDB
Lecture 4 Key Features
Lecture 5 Tips to Improve Your Course Taking Experience
Lecture 6 Example of Product using AsterixDB
Section 2: Installation of Apache AsterixDB
Lecture 7 Installation Steps for Apache AsterixDB
Lecture 8 Starting Apache AsterixDB
Lecture 9 Stopping Apache AsterixDB
Section 3: Asterix Data Model
Lecture 10 Dataverses
Lecture 11 Datatypes
Lecture 12 Datasets
Lecture 13 Primitive Type
Lecture 14 Incomplete Information Types
Lecture 15 Derived Types
Section 4: ASTERIXDB PRIMER
Lecture 16 Creating Datasets and Indexes
Lecture 17 Loading Data Into AsterixDB
Lecture 18 Exact-Match Lookup
Lecture 19 Simple Aggregation
Lecture 20 Deleting Existing Data
Lecture 21 Loading New Data in Bulk (Loading Data from File)
Section 5: SQL++ Query Language
Lecture 22 Introduction to SQL++
Lecture 23 Arithmetic Operators
Lecture 24 Logical Operators
Lecture 25 Numeric Functions
Lecture 26 String Functions
Lecture 27 Tokenizing Functions
Lecture 28 Aggregate Functions (Array Functions)
Lecture 29 Comparison Functions
Lecture 30 Bonus Lecuture
Software Engineer, Software Developer, Big Data Engineer, Data Engineer, Data Analyst, Data Scientist, Machine Learning Engineer,You should take this course if want to learn Apache AsterixDB completely from scratch
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